{"id":"W6923522600","doi":"10.14288/1.0102490","title":"Marine Drive Station Area : Incremental Visions of a Neighbourhood's Future","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Vision; Urban planning; Urban design; Psychological intervention; Work (physics); Climate change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009167313,0.00003353585,0.0001428829,0.00002094641,0.000122735,0.00002053017,0.0001844302,0.00005876804,0.00196475],"category_scores_gemma":[0.000006422466,0.0001021768,0.00006110254,0.0001990353,0.0001006043,0.000207354,0.00007643063,0.00007842897,0.00002547732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005543753,"about_ca_system_score_gemma":0.0000118947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04513088,"about_ca_topic_score_gemma":0.06650523,"domain_scores_codex":[0.9993073,0.00002668478,0.0000895933,0.0002049664,0.0002290986,0.0001424094],"domain_scores_gemma":[0.9996367,0.00001553444,0.0001067798,0.0001429104,0.00001849803,0.000079549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000289865,0.0002672823,0.3325627,0.000009227139,0.00002194092,0.00008953413,0.0006062268,0.00005843462,0.003434706,0.000001836103,0.09263742,0.5702817],"study_design_scores_gemma":[0.0005777447,0.0001945811,0.9968895,0.00002983912,0.00002310426,0.00001784746,0.001090298,0.0004741067,0.000005250356,0.000114725,0.0004779362,0.0001050606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891013,0.0000159528,0.0002856721,0.0000946266,0.00003772029,0.000112528,0.00009965243,0.00002674729,0.01022584],"genre_scores_gemma":[0.9981924,0.00002863863,0.00102363,0.00004477939,0.00001426683,9.094911e-8,0.00006390872,0.000003881412,0.0006283757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6643268,"threshold_uncertainty_score":0.9989476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004738783939170446,"score_gpt":0.157726747218987,"score_spread":0.1529879632798166,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}